Blog
Thoughts, insights and experiences about software development, AI and life as an independent developer.
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Choosing an AI assistant when your team already runs Microsoft 365 and a CRM
The office sits in Microsoft 365, the customer data in a CRM. Which AI assistant fits depends on five things you can look up before the trial: per-user rights, read-only, EU processing, logging and the data processing agreement.
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Offering an AI phone assistant under your own name
What an answering service or IT provider has to arrange before an AI phone assistant with your logo on it goes live on the line.
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Reading documents with AI: when is it good enough?
An AI that reads invoices, orders or contracts is only as good as the test set you measure it on. Here is how to measure per field instead of per document.
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Where does your call data live? Ask for the chain
A phone call handled by an AI assistant passes through at least five hands. These are the questions per layer, and what an honest answer sounds like.
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I replaced a manual daily task with 20 minutes of code
How a Laravel API finally made a €100k cutting machine do what it was meant to do — and made a lot of scissor work redundant.
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From the factory floor to the cloud — what industrial automation taught me about software
Before I built software, I programmed PLCs. The biggest difference? In a factory a bug doesn't cost a retry — it costs material.
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